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# import json
# def convert_to_next_steps(example_pool):
# next_steps_list = []
# for example in example_pool:
# facts = example['question'].split('. ')[:-1]
# query = example['query']
# chain_of_thought = example['chain_of_thought']
# claims = []
# next_steps = []
# for j in range(0, len(chain_of_thought), 2):
# claim = chain_of_thought[j]
# next_step = 'Finish.' if j + 1 >= len(chain_of_thought) else chain_of_thought[j + 1]
# claims.append(claim)
# next_steps.append(next_step)
# next_steps_entry = {
# 'Facts': '. '.join(facts) + '.',
# 'Query': query,
# 'claims': claims,
# 'next_steps': next_steps
# }
# next_steps_list.append(next_steps_entry)
# return next_steps_list
# # Read the example pool from a JSON file
# with open('example_pool.json', 'r') as file:
# example_pool = json.load(file)['example_pool']
# # Process the data
# next_steps = convert_to_next_steps(example_pool)
# # Write the next steps to a JSON file
# with open('example_next_steps.json', 'w') as file:
# json.dump({"next_steps": next_steps}, file, indent=4)
# print("Next steps have been saved to next_steps.json")
import json
import random
with open(file_path, 'r') as file:
data = json.load(file)['next_steps']
# Sample 'sample_size' entries from the data
sampled_data = random.sample(data, sample_size)
def format_examples(sampled_data):
formatted_examples = ""
for i, entry in enumerate(sampled_data, 1):
facts = f"Facts {i}: {entry['Facts']}\n"
query = f"Query {i}: {entry['Query']}\n"
claims_and_next = ""
for j, (claim, next_step) in enumerate(zip(entry['claims'], entry['next_steps']), 1):
claims_and_next += f"Claim {i}.{j}: {claim}\nNext {i}.{j}: {next_step}\n"
formatted_examples += facts + query + claims_and_next + "\n"
return formatted_examples
# Example usage
file_path = 'example_next_steps.json'
sample_size = 2 # Change this to the desired sample size
formatted_text = format_examples(file_path, sample_size)
print("EXAMPLES = \"\"\"\n" + formatted_text + "\"\"\"") |